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Haoyu Han 韩浩宇 [CV] [Github]
PhD Student in CSE, Michigan State University
Email: hanhaoy1@msu.edu

Short Bio

I am a Ph.D. student in DSE lab. My advisor is Professor Jiliang Tang.
I received my Bachelor of Engineering (B.Eng) from University of Science and Technology of China (USTC) in 2018. And I obtained Master of Science (M.S.) degree from USTC in 2021 under the supervision of Professor Enhong Chen and Qi Liu.

Research Interests

  • Graph Neural Network

  • Deep Learning

News

Publication

[* indicates equal contribution]

  • Label-free Node Classification on Graphs with Large Language Models (LLMs)
    Zhikai Chen, Haitao Mao, Hongzhi Wen, Haoyu Han, Wei Jin, Haiyang Zhang, Hui Liu, Jiliang Tang
    ICLR 2024

  • Structural Fairness-aware Active Learning for Graph Neural Networks
    Haoyu Han, Xiaorui Liu, Li Ma, MohamadAli Torkamani, Hui Liu, Jiliang Tang, Makoto Yamada
    ICLR 2024

  • Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
    Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
    NeurIPS 2023, Datasets and Benchmarks Track

  • Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?
    Haitao Mao, Zhikai Chen, Wei Jin, Haoyu Han, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang
    NeurIPS 2023

  • Towards Label Position Bias in Graph Neural Networks
    Haoyu Han, Xiaorui Liu, Feng Shi, MohamadAli Torkamani, Charu C. Aggarwal, Jiliang Tang
    NeurIPS 2023

  • Enhancing Graph Representations Learning with Decorrelated Propagation
    Hua Liu*, Haoyu Han*, Wei Jin, Xiaorui Liu, Hui Liu
    KDD 2023

  • LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
    Rui Xue, Haoyu Han, MohamadAli Torkamani, Jian Pei, Xiaorui Liu
    ICML 2023

  • Alternately Optimized Graph Neural Networks
    Haoyu Han, Xiaorui Liu, Haitao Mao, MohamadAli Torkamani, Feng Shi, Victor Lee, Jiliang Tang
    ICML 2023

  • Inverse APPNP: Solution for OGB-LSC 2022 MAG240M
    Hang Li*, Haoyu Han*, Hongzhi Wen*, Wei Jin, Feng Shi, Victor Lee, Jiliang Tang
    NeurIPS competition

  • STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation
    Haoyu Han, Mengdi Zhang, Min Hou, Fuzheng Zhang, Zhongyuan Wang, Hongwei Wang, Enhong Chen, Jianhui Ma, and Qi Liu
    ICDM 2020

  • Constructing Educational Concept Maps with Multiple Relationships from Multi-source Data
    Xiaoqing Huang, Qi Liu, Chao Wang, Haoyu Han, Jianhui Ma, Enhong Chen, Yu Su, and Shijin Wang
    ICDM 2019

Preprint

[* indicates equal contribution]

  • Mixture of Link Predictors
    Li Ma*, Haoyu Han*, Juanhui Li, Harry Shomer, Hui Liu, Xiaofeng Gao, Jiliang Tang

Teaching

  • Teaching Assistant for CSE 881: Data Mining (Graduate Level) in MSU, 2024 Spring

  • Teaching Assistant for CSE 881: Data Mining (Graduate Level) in MSU, 2023 Spring

  • Teaching Assistant for Analog and Digital Circuits in USTC, 2016 Fall

Intership

  • Research Intern, Machine Learning and Data Science Unit, OIST (Japan), 2023.05 - 2023.07

  • Research Intern, Machine Learning Group, TigerGraph, 2022 Summer

  • Research Intern, Knowledge Graph Group, Meituan-Dianping (Beijing), 2019.09 - 2021.03

  • Research Intern, NLP Group, ByteDance (Beijing), 2017.09 - 2018.07